People (small) detecting and counting from drone with Yolov5 trained on a custom dataset !
0:38
People (small) detecting and counting from drone with Yolov5 trained on a custom dataset !
Yolov8+Tracker, source= https://lnkd.in/esEUfF65, trained on custom dataset.
0:51
Yolov8+Tracker, source= https://lnkd.in/esEUfF65, trained on custom dataset.
Vehicle Speed Estimation on Highways using 2DCameras
2:18
Vehicle Speed Estimation on Highways using 2DCameras
Traffic Analytics in roundabouts with drone surveillance!
3:47
Traffic Analytics in roundabouts with drone surveillance!
Ultralytics Yolov8
0:41
Ultralytics Yolov8
Thread vs No Thread for writing videos to disk
0:31
Thread vs No Thread for writing videos to disk
PoC for fps increase from 8 to over 35, W10, GPU, Traffic Analytics, img size 1920x1080
0:16
PoC for fps increase from 8 to over 35, W10, GPU, Traffic Analytics, img size 1920x1080
Observation-Centric SORT (OC-SORT) is a pure motion-model-based multi-object tracker
0:09
Observation-Centric SORT (OC-SORT) is a pure motion-model-based multi-object tracker
Yolov7 POSE estimation
0:26
Yolov7 POSE estimation
Waste Analytics
0:33
Waste Analytics
YOLOv5, YOLOv6, YOLOv7 integrated in the same repo with 4 trackers, selection via command line!
0:14
YOLOv5, YOLOv6, YOLOv7 integrated in the same repo with 4 trackers, selection via command line!
Platform from Embedded device to BI, TrafficAnalytics for Speed, Lane, Vehicle
0:54
Platform from Embedded device to BI, TrafficAnalytics for Speed, Lane, Vehicle
YOLOv7-tiny converted to tensorRT on Jetson Nano(skip 1 frame )
0:11
YOLOv7-tiny converted to tensorRT on Jetson Nano(skip 1 frame )
ComplexTrafficAnalytics, speed, ALPR, YOLOX, DeepSort, paddleOCR
0:26
ComplexTrafficAnalytics, speed, ALPR, YOLOX, DeepSort, paddleOCR
YOLOv7 + StrongSort, A2000 4Gb, conf 0.25, iou 0.5...
0:25
YOLOv7 + StrongSort, A2000 4Gb, conf 0.25, iou 0.5...
YOLOv7 tiny on Jetson Nano 4GB
3:26
YOLOv7 tiny on Jetson Nano 4GB
YOLOv7 tiny + Sort tracker, over 25 FPS
0:07
YOLOv7 tiny + Sort tracker, over 25 FPS
YOLOv7tiny + DeepSort
0:09
YOLOv7tiny + DeepSort
YOLOv6n(left https://lnkd.in/eru5F5xE) vs YOLOv7tiny( right https://lnkd.in/ecmsgUB9)
0:43
YOLOv6n(left https://lnkd.in/eru5F5xE) vs YOLOv7tiny( right https://lnkd.in/ecmsgUB9)
YOLOv6s(left https://lnkd.in/eru5F5xE) vs YOLOv7( right https://lnkd.in/ecmsgUB9)
0:43
YOLOv6s(left https://lnkd.in/eru5F5xE) vs YOLOv7( right https://lnkd.in/ecmsgUB9)
YOLOv6 s weights integrated with DeepSort, wonderful accuracy and tracking consistency,.
0:14
YOLOv6 s weights integrated with DeepSort, wonderful accuracy and tracking consistency,.
Yolov6 s weights(not onnx), YouTube live stream.
0:28
Yolov6 s weights(not onnx), YouTube live stream.
YOLOv6_s +DeepSort Traffic Analytics/lane, speed
0:32
YOLOv6_s +DeepSort Traffic Analytics/lane, speed
YOLOv6, onnx s model, demo on YouTube video, https://github.com/meituan/YOLOv6
0:16
YOLOv6, onnx s model, demo on YouTube video, https://github.com/meituan/YOLOv6
Traffic Analytics demo ALPR+Color detection+speed estimation+count statistics/class
0:29
Traffic Analytics demo ALPR+Color detection+speed estimation+count statistics/class
Traffic analytics demo with ALPR using 2 detectors and 2 trackers in thread
0:33
Traffic analytics demo with ALPR using 2 detectors and 2 trackers in thread
YOLOXs + ByteTrack trained on 5k plates dataset + PaddleOCR demo, analytics ALPR + vehicle speed
0:14
YOLOXs + ByteTrack trained on 5k plates dataset + PaddleOCR demo, analytics ALPR + vehicle speed
YOLOXs + ByteTrack + EasyOCR demo v1 for traffic analytics, counting/Speed/ALPR.
0:31
YOLOXs + ByteTrack + EasyOCR demo v1 for traffic analytics, counting/Speed/ALPR.
Deepstream Python API, videoanalytics traffic count demo + speed
0:30
Deepstream Python API, videoanalytics traffic count demo + speed
Deepstream with Python API on Jetson Nano, YOLOv5&tracker, videoanalitycs
0:20
Deepstream with Python API on Jetson Nano, YOLOv5&tracker, videoanalitycs